{"id":"W4224307690","doi":"10.2196/32597","title":"Fundraising in Education: Road Map to Involving Medical Educators in Fundraising","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fund raising; Revenue; Business; Face (sociological concept); Public relations; Raising (metalworking); Higher education; Marketing; Finance; Political science; Economic growth; Economics; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001587781,0.0002856915,0.0003433564,0.001572082,0.0002836311,0.0003263393,0.000827661,0.0001815451,0.004321641],"category_scores_gemma":[0.003201658,0.0003355709,0.00007909804,0.002967321,0.00009983527,0.00138117,0.0006854876,0.0009681508,0.0003927483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000976606,"about_ca_system_score_gemma":0.004145642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002883022,"about_ca_topic_score_gemma":0.001271958,"domain_scores_codex":[0.9960982,0.000059518,0.0008388147,0.0007064956,0.001645266,0.0006516942],"domain_scores_gemma":[0.9989775,0.0001030879,0.0002570691,0.0003742692,0.0001223388,0.0001657789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008416204,0.00415394,0.1816487,0.0006042999,0.00001031455,0.00004261493,0.002737455,0.00003741166,0.00007451956,0.05061555,0.1293953,0.6305957],"study_design_scores_gemma":[0.0008758653,0.00004534479,0.2241867,0.002140911,0.0000123175,0.0000550585,0.01447856,0.001824479,0.00001366893,0.009750298,0.745654,0.0009628079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376304,0.0008360761,0.00005613932,0.0359151,0.007200508,0.0008007622,0.000001188305,0.0001373004,0.01742249],"genre_scores_gemma":[0.9779301,0.000008205144,0.0001498309,0.01762944,0.002245579,0.0009218049,0.0001033637,0.00005941467,0.0009522106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6296329,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261455224143866,"score_gpt":0.2952535038736187,"score_spread":0.2826389516321801,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}